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Table 3 A comprehensive comparison of the algorithms’ performance on the generated datasets

From: Synthetic repurposing of drugs against hypertension: a datamining method based on association rules and a novel discrete algorithm

Dataset Algorithm Worst Best Average STD P-value Low of CI High of CI
ALL Trader −15.05 −1.36 −7.79 4.45 4.07E-35 −9.05 −6.52
WCC −35.34 −2.47 −18.23 9.61 5.45E-37 −20.96 −15.49
CUK − 171.19 − 129.83 − 151.07 11.68 2.22E-39 −154.52 − 147.62
FOA −112.58 −60.48 −88.55 14.84 8.26E-42 −93.23 − 83.87
DSOS −114.18 −23.17 −67.13 16.20 1.12E-35 −75.22 −59.04
  1. STD Standard deviation, CI Confidence interval, WCC World competitive contest algorithm, CUK Cuckoo, FOA Forest optimization algorithm, DSOS Discrete symbiotic optimization search